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Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission

As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing/sequencing capacity, which can a...

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Autores principales: Karthikeyan, Smruthi, Levy, Joshua I, De Hoff, Peter, Humphrey, Greg, Birmingham, Amanda, Jepsen, Kristen, Farmer, Sawyer, Tubb, Helena M., Valles, Tommy, Tribelhorn, Caitlin E, Tsai, Rebecca, Aigner, Stefan, Sathe, Shashank, Moshiri, Niema, Henson, Benjamin, Mark, Adam M., Hakim, Abbas, Baer, Nathan A, Barber, Tom, Belda-Ferre, Pedro, Chacón, Marisol, Cheung, Willi, Cresini, Evelyn S, Eisner, Emily R, Lastrella, Alma L, Lawrence, Elijah S, Marotz, Clarisse A, Ngo, Toan T, Ostrander, Tyler, Plascencia, Ashley, Salido, Rodolfo A, Seaver, Phoebe, Smoot, Elizabeth W, McDonald, Daniel, Neuhard, Robert M, Scioscia, Angela L, Satterlund, Alysson M., Simmons, Elizabeth H, Abelman, Dismas B., Brenner, David, Bruner, Judith C., Buckley, Anne, Ellison, Michael, Gattas, Jeffrey, Gonias, Steven L., Hale, Matt, Hawkins, Faith, Ikeda, Lydia, Jhaveri, Hemlata, Johnson, Ted, Kellen, Vince, Kremer, Brendan, Matthews, Gary, McLawhon, Ronald W., Ouillet, Pierre, Park, Daniel, Pradenas, Allorah, Reed, Sharon, Riggs, Lindsay, Sanders, Alison, Sollenberger, Bradley, Song, Angela, White, Benjamin, Winbush, Terri, Aceves, Christine M, Anderson, Catelyn, Gangavarapu, Karthik, Hufbauer, Emory, Kurzban, Ezra, Lee, Justin, Matteson, Nathaniel L, Parker, Edyth, Perkins, Sarah A, Ramesh, Karthik S, Robles-Sikisaka, Refugio, Schwab, Madison A, Spencer, Emily, Wohl, Shirlee, Nicholson, Laura, Mchardy, Ian H, Dimmock, David P, Hobbs, Charlotte A, Bakhtar, Omid, Harding, Aaron, Mendoza, Art, Bolze, Alexandre, Becker, David, Cirulli, Elizabeth T, Isaksson, Magnus, Barrett, Kelly M Schiabor, Washington, Nicole L, Malone, John D, Schafer, Ashleigh Murphy, Gurfield, Nikos, Stous, Sarah, Fielding-Miller, Rebecca, Garfein, Richard S., Gaines, Tommi, Anderson, Cheryl, Martin, Natasha K., Schooley, Robert, Austin, Brett, MacCannell, Duncan R., Kingsmore, Stephen F, Lee, William, Shah, Seema, McDonald, Eric, Yu, Alexander T., Zeller, Mark, Fisch, Kathleen M, Longhurst, Christopher, Maysent, Patty, Pride, David, Khosla, Pradeep K., Laurent, Louise C., Yeo, Gene W, Andersen, Kristian G, Knight, Rob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996633/
https://www.ncbi.nlm.nih.gov/pubmed/35411350
http://dx.doi.org/10.1101/2021.12.21.21268143
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author Karthikeyan, Smruthi
Levy, Joshua I
De Hoff, Peter
Humphrey, Greg
Birmingham, Amanda
Jepsen, Kristen
Farmer, Sawyer
Tubb, Helena M.
Valles, Tommy
Tribelhorn, Caitlin E
Tsai, Rebecca
Aigner, Stefan
Sathe, Shashank
Moshiri, Niema
Henson, Benjamin
Mark, Adam M.
Hakim, Abbas
Baer, Nathan A
Barber, Tom
Belda-Ferre, Pedro
Chacón, Marisol
Cheung, Willi
Cresini, Evelyn S
Eisner, Emily R
Lastrella, Alma L
Lawrence, Elijah S
Marotz, Clarisse A
Ngo, Toan T
Ostrander, Tyler
Plascencia, Ashley
Salido, Rodolfo A
Seaver, Phoebe
Smoot, Elizabeth W
McDonald, Daniel
Neuhard, Robert M
Scioscia, Angela L
Satterlund, Alysson M.
Simmons, Elizabeth H
Abelman, Dismas B.
Brenner, David
Bruner, Judith C.
Buckley, Anne
Ellison, Michael
Gattas, Jeffrey
Gonias, Steven L.
Hale, Matt
Hawkins, Faith
Ikeda, Lydia
Jhaveri, Hemlata
Johnson, Ted
Kellen, Vince
Kremer, Brendan
Matthews, Gary
McLawhon, Ronald W.
Ouillet, Pierre
Park, Daniel
Pradenas, Allorah
Reed, Sharon
Riggs, Lindsay
Sanders, Alison
Sollenberger, Bradley
Song, Angela
White, Benjamin
Winbush, Terri
Aceves, Christine M
Anderson, Catelyn
Gangavarapu, Karthik
Hufbauer, Emory
Kurzban, Ezra
Lee, Justin
Matteson, Nathaniel L
Parker, Edyth
Perkins, Sarah A
Ramesh, Karthik S
Robles-Sikisaka, Refugio
Schwab, Madison A
Spencer, Emily
Wohl, Shirlee
Nicholson, Laura
Mchardy, Ian H
Dimmock, David P
Hobbs, Charlotte A
Bakhtar, Omid
Harding, Aaron
Mendoza, Art
Bolze, Alexandre
Becker, David
Cirulli, Elizabeth T
Isaksson, Magnus
Barrett, Kelly M Schiabor
Washington, Nicole L
Malone, John D
Schafer, Ashleigh Murphy
Gurfield, Nikos
Stous, Sarah
Fielding-Miller, Rebecca
Garfein, Richard S.
Gaines, Tommi
Anderson, Cheryl
Martin, Natasha K.
Schooley, Robert
Austin, Brett
MacCannell, Duncan R.
Kingsmore, Stephen F
Lee, William
Shah, Seema
McDonald, Eric
Yu, Alexander T.
Zeller, Mark
Fisch, Kathleen M
Longhurst, Christopher
Maysent, Patty
Pride, David
Khosla, Pradeep K.
Laurent, Louise C.
Yeo, Gene W
Andersen, Kristian G
Knight, Rob
author_facet Karthikeyan, Smruthi
Levy, Joshua I
De Hoff, Peter
Humphrey, Greg
Birmingham, Amanda
Jepsen, Kristen
Farmer, Sawyer
Tubb, Helena M.
Valles, Tommy
Tribelhorn, Caitlin E
Tsai, Rebecca
Aigner, Stefan
Sathe, Shashank
Moshiri, Niema
Henson, Benjamin
Mark, Adam M.
Hakim, Abbas
Baer, Nathan A
Barber, Tom
Belda-Ferre, Pedro
Chacón, Marisol
Cheung, Willi
Cresini, Evelyn S
Eisner, Emily R
Lastrella, Alma L
Lawrence, Elijah S
Marotz, Clarisse A
Ngo, Toan T
Ostrander, Tyler
Plascencia, Ashley
Salido, Rodolfo A
Seaver, Phoebe
Smoot, Elizabeth W
McDonald, Daniel
Neuhard, Robert M
Scioscia, Angela L
Satterlund, Alysson M.
Simmons, Elizabeth H
Abelman, Dismas B.
Brenner, David
Bruner, Judith C.
Buckley, Anne
Ellison, Michael
Gattas, Jeffrey
Gonias, Steven L.
Hale, Matt
Hawkins, Faith
Ikeda, Lydia
Jhaveri, Hemlata
Johnson, Ted
Kellen, Vince
Kremer, Brendan
Matthews, Gary
McLawhon, Ronald W.
Ouillet, Pierre
Park, Daniel
Pradenas, Allorah
Reed, Sharon
Riggs, Lindsay
Sanders, Alison
Sollenberger, Bradley
Song, Angela
White, Benjamin
Winbush, Terri
Aceves, Christine M
Anderson, Catelyn
Gangavarapu, Karthik
Hufbauer, Emory
Kurzban, Ezra
Lee, Justin
Matteson, Nathaniel L
Parker, Edyth
Perkins, Sarah A
Ramesh, Karthik S
Robles-Sikisaka, Refugio
Schwab, Madison A
Spencer, Emily
Wohl, Shirlee
Nicholson, Laura
Mchardy, Ian H
Dimmock, David P
Hobbs, Charlotte A
Bakhtar, Omid
Harding, Aaron
Mendoza, Art
Bolze, Alexandre
Becker, David
Cirulli, Elizabeth T
Isaksson, Magnus
Barrett, Kelly M Schiabor
Washington, Nicole L
Malone, John D
Schafer, Ashleigh Murphy
Gurfield, Nikos
Stous, Sarah
Fielding-Miller, Rebecca
Garfein, Richard S.
Gaines, Tommi
Anderson, Cheryl
Martin, Natasha K.
Schooley, Robert
Austin, Brett
MacCannell, Duncan R.
Kingsmore, Stephen F
Lee, William
Shah, Seema
McDonald, Eric
Yu, Alexander T.
Zeller, Mark
Fisch, Kathleen M
Longhurst, Christopher
Maysent, Patty
Pride, David
Khosla, Pradeep K.
Laurent, Louise C.
Yeo, Gene W
Andersen, Kristian G
Knight, Rob
author_sort Karthikeyan, Smruthi
collection PubMed
description As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing/sequencing capacity, which can also introduce biases. SARS-CoV-2 RNA concentration in wastewater successfully tracks regional infection dynamics and provides less biased abundance estimates than clinical testing. Tracking virus genomic sequences in wastewater would improve community prevalence estimates and detect emerging variants. However, two factors limit wastewater-based genomic surveillance: low-quality sequence data and inability to estimate relative lineage abundance in mixed samples. Here, we resolve these critical issues to perform a high-resolution, 295-day wastewater and clinical sequencing effort, in the controlled environment of a large university campus and the broader context of the surrounding county. We develop and deploy improved virus concentration protocols and deconvolution software that fully resolve multiple virus strains from wastewater. We detect emerging variants of concern up to 14 days earlier in wastewater samples, and identify multiple instances of virus spread not captured by clinical genomic surveillance. Our study provides a scalable solution for wastewater genomic surveillance that allows early detection of SARS-CoV-2 variants and identification of cryptic transmission.
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spelling pubmed-89966332022-04-12 Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission Karthikeyan, Smruthi Levy, Joshua I De Hoff, Peter Humphrey, Greg Birmingham, Amanda Jepsen, Kristen Farmer, Sawyer Tubb, Helena M. Valles, Tommy Tribelhorn, Caitlin E Tsai, Rebecca Aigner, Stefan Sathe, Shashank Moshiri, Niema Henson, Benjamin Mark, Adam M. Hakim, Abbas Baer, Nathan A Barber, Tom Belda-Ferre, Pedro Chacón, Marisol Cheung, Willi Cresini, Evelyn S Eisner, Emily R Lastrella, Alma L Lawrence, Elijah S Marotz, Clarisse A Ngo, Toan T Ostrander, Tyler Plascencia, Ashley Salido, Rodolfo A Seaver, Phoebe Smoot, Elizabeth W McDonald, Daniel Neuhard, Robert M Scioscia, Angela L Satterlund, Alysson M. Simmons, Elizabeth H Abelman, Dismas B. Brenner, David Bruner, Judith C. Buckley, Anne Ellison, Michael Gattas, Jeffrey Gonias, Steven L. Hale, Matt Hawkins, Faith Ikeda, Lydia Jhaveri, Hemlata Johnson, Ted Kellen, Vince Kremer, Brendan Matthews, Gary McLawhon, Ronald W. Ouillet, Pierre Park, Daniel Pradenas, Allorah Reed, Sharon Riggs, Lindsay Sanders, Alison Sollenberger, Bradley Song, Angela White, Benjamin Winbush, Terri Aceves, Christine M Anderson, Catelyn Gangavarapu, Karthik Hufbauer, Emory Kurzban, Ezra Lee, Justin Matteson, Nathaniel L Parker, Edyth Perkins, Sarah A Ramesh, Karthik S Robles-Sikisaka, Refugio Schwab, Madison A Spencer, Emily Wohl, Shirlee Nicholson, Laura Mchardy, Ian H Dimmock, David P Hobbs, Charlotte A Bakhtar, Omid Harding, Aaron Mendoza, Art Bolze, Alexandre Becker, David Cirulli, Elizabeth T Isaksson, Magnus Barrett, Kelly M Schiabor Washington, Nicole L Malone, John D Schafer, Ashleigh Murphy Gurfield, Nikos Stous, Sarah Fielding-Miller, Rebecca Garfein, Richard S. Gaines, Tommi Anderson, Cheryl Martin, Natasha K. Schooley, Robert Austin, Brett MacCannell, Duncan R. Kingsmore, Stephen F Lee, William Shah, Seema McDonald, Eric Yu, Alexander T. Zeller, Mark Fisch, Kathleen M Longhurst, Christopher Maysent, Patty Pride, David Khosla, Pradeep K. Laurent, Louise C. Yeo, Gene W Andersen, Kristian G Knight, Rob medRxiv Article As SARS-CoV-2 continues to spread and evolve, detecting emerging variants early is critical for public health interventions. Inferring lineage prevalence by clinical testing is infeasible at scale, especially in areas with limited resources, participation, or testing/sequencing capacity, which can also introduce biases. SARS-CoV-2 RNA concentration in wastewater successfully tracks regional infection dynamics and provides less biased abundance estimates than clinical testing. Tracking virus genomic sequences in wastewater would improve community prevalence estimates and detect emerging variants. However, two factors limit wastewater-based genomic surveillance: low-quality sequence data and inability to estimate relative lineage abundance in mixed samples. Here, we resolve these critical issues to perform a high-resolution, 295-day wastewater and clinical sequencing effort, in the controlled environment of a large university campus and the broader context of the surrounding county. We develop and deploy improved virus concentration protocols and deconvolution software that fully resolve multiple virus strains from wastewater. We detect emerging variants of concern up to 14 days earlier in wastewater samples, and identify multiple instances of virus spread not captured by clinical genomic surveillance. Our study provides a scalable solution for wastewater genomic surveillance that allows early detection of SARS-CoV-2 variants and identification of cryptic transmission. Cold Spring Harbor Laboratory 2022-04-04 /pmc/articles/PMC8996633/ /pubmed/35411350 http://dx.doi.org/10.1101/2021.12.21.21268143 Text en https://creativecommons.org/licenses/by-nd/4.0/This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, and only so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Karthikeyan, Smruthi
Levy, Joshua I
De Hoff, Peter
Humphrey, Greg
Birmingham, Amanda
Jepsen, Kristen
Farmer, Sawyer
Tubb, Helena M.
Valles, Tommy
Tribelhorn, Caitlin E
Tsai, Rebecca
Aigner, Stefan
Sathe, Shashank
Moshiri, Niema
Henson, Benjamin
Mark, Adam M.
Hakim, Abbas
Baer, Nathan A
Barber, Tom
Belda-Ferre, Pedro
Chacón, Marisol
Cheung, Willi
Cresini, Evelyn S
Eisner, Emily R
Lastrella, Alma L
Lawrence, Elijah S
Marotz, Clarisse A
Ngo, Toan T
Ostrander, Tyler
Plascencia, Ashley
Salido, Rodolfo A
Seaver, Phoebe
Smoot, Elizabeth W
McDonald, Daniel
Neuhard, Robert M
Scioscia, Angela L
Satterlund, Alysson M.
Simmons, Elizabeth H
Abelman, Dismas B.
Brenner, David
Bruner, Judith C.
Buckley, Anne
Ellison, Michael
Gattas, Jeffrey
Gonias, Steven L.
Hale, Matt
Hawkins, Faith
Ikeda, Lydia
Jhaveri, Hemlata
Johnson, Ted
Kellen, Vince
Kremer, Brendan
Matthews, Gary
McLawhon, Ronald W.
Ouillet, Pierre
Park, Daniel
Pradenas, Allorah
Reed, Sharon
Riggs, Lindsay
Sanders, Alison
Sollenberger, Bradley
Song, Angela
White, Benjamin
Winbush, Terri
Aceves, Christine M
Anderson, Catelyn
Gangavarapu, Karthik
Hufbauer, Emory
Kurzban, Ezra
Lee, Justin
Matteson, Nathaniel L
Parker, Edyth
Perkins, Sarah A
Ramesh, Karthik S
Robles-Sikisaka, Refugio
Schwab, Madison A
Spencer, Emily
Wohl, Shirlee
Nicholson, Laura
Mchardy, Ian H
Dimmock, David P
Hobbs, Charlotte A
Bakhtar, Omid
Harding, Aaron
Mendoza, Art
Bolze, Alexandre
Becker, David
Cirulli, Elizabeth T
Isaksson, Magnus
Barrett, Kelly M Schiabor
Washington, Nicole L
Malone, John D
Schafer, Ashleigh Murphy
Gurfield, Nikos
Stous, Sarah
Fielding-Miller, Rebecca
Garfein, Richard S.
Gaines, Tommi
Anderson, Cheryl
Martin, Natasha K.
Schooley, Robert
Austin, Brett
MacCannell, Duncan R.
Kingsmore, Stephen F
Lee, William
Shah, Seema
McDonald, Eric
Yu, Alexander T.
Zeller, Mark
Fisch, Kathleen M
Longhurst, Christopher
Maysent, Patty
Pride, David
Khosla, Pradeep K.
Laurent, Louise C.
Yeo, Gene W
Andersen, Kristian G
Knight, Rob
Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
title Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
title_full Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
title_fullStr Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
title_full_unstemmed Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
title_short Wastewater sequencing uncovers early, cryptic SARS-CoV-2 variant transmission
title_sort wastewater sequencing uncovers early, cryptic sars-cov-2 variant transmission
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996633/
https://www.ncbi.nlm.nih.gov/pubmed/35411350
http://dx.doi.org/10.1101/2021.12.21.21268143
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